Results for "vector representation"

13 results

Friction Model Advanced

Mathematical representation of friction forces.

Dynamics & Physics
Cognitive Map Frontier

Internal representation of environment layout.

World Models & Cognition
Self-Model Frontier

Internal representation of the agent itself.

AGI & General Intelligence
Embedding Intermediate

A continuous vector encoding of an item (word, image, user) such that semantic similarity corresponds to geometric closeness.

Machine Learning
RAG Intermediate

Architecture that retrieves relevant documents (e.g., from a vector DB) and conditions generation on them to reduce hallucinations.

Foundations & Theory
Memory Intermediate

Mechanisms for retaining context across turns/sessions: scratchpads, vector memories, structured stores.

Foundations & Theory
Linear Algebra Advanced

Mathematical foundation for ML involving vector spaces, matrices, and linear transformations.

Mathematics
Eigenvector Advanced

Vector whose direction remains unchanged under linear transformation.

Mathematics
Norm Advanced

Measure of vector magnitude; used in regularization and optimization.

Mathematics
Jacobian Advanced

Matrix of first-order derivatives for vector-valued functions.

Mathematics
Representation Learning Intermediate

Automatically learning useful internal features (latent variables) that capture salient structure for downstream tasks.

Machine Learning
Vector Database Intermediate

A datastore optimized for similarity search over embeddings, enabling semantic retrieval at scale.

Large Language Models
Vector Space Advanced

Set of vectors closed under addition and scalar multiplication.

Mathematics